uplift: Uplift Modeling

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An integrated package for building and testing uplift models

Author
Leo Guelman
Date of publication
2014-03-17 21:08:06
Maintainer
Leo Guelman <leo.guelman@gmail.com>
License
GPL-2 | GPL-3
Version
0.3.5

View on CRAN

Man pages

ccif
Causal Conditional Inference Forest
checkBalance
Standardized Differences for Stratified Comparisons
explore
Explore Data for Uplift Modeling
modelProfile
Profile a Fitted Uplift Model
niv
Adjusted Net Information Value
performance
Performance Assessment for Uplift Models
predict.ccif
Predictions from a Fitted Causal Conditional Inference Forest...
predict.upliftRF
Predictions from a Fitted Uplift Random Forest Model
qini
Computes the Qini Coefficient Q
rvtu
Response Variable Transform for Uplift Modeling
sim_pte
Simulations for Personalized Treatment Effects
tian_transf
Modify Covariates for Uplift Modeling
trt
Mark Treatment Term
upliftKNN
Uplift k-Nearest Neighbor
uplift-package
Uplift Modeling
upliftRF
Uplift Random Forests
varImportance
Extract Variable Importance from 'upliftRF' or 'ccif' Fitted...

Files in this package

uplift
uplift/NAMESPACE
uplift/R
uplift/R/build_ccit.R
uplift/R/explore.R
uplift/R/upliftRF.default.R
uplift/R/ccif.formula.R
uplift/R/findBestSplit.R
uplift/R/varImportance.R
uplift/R/niv.R
uplift/R/qini.R
uplift/R/predict.R
uplift/R/modelProfile.R
uplift/R/chisq.R
uplift/R/trt.R
uplift/R/ccif.default.R
uplift/R/checkBalance.R
uplift/R/buildTree.R
uplift/R/is.R
uplift/R/print.R
uplift/R/upliftRF.formula.R
uplift/R/upliftKNN.R
uplift/R/klDivergence.R
uplift/R/summary.R
uplift/R/rvtu.R
uplift/R/tian_transf.R
uplift/R/sim_pte.R
uplift/R/misc.R
uplift/R/intSplit.R
uplift/R/performance.R
uplift/R/L1norm.R
uplift/R/eucliDist.R
uplift/MD5
uplift/DESCRIPTION
uplift/man
uplift/man/explore.Rd
uplift/man/rvtu.Rd
uplift/man/checkBalance.Rd
uplift/man/modelProfile.Rd
uplift/man/sim_pte.Rd
uplift/man/trt.Rd
uplift/man/qini.Rd
uplift/man/tian_transf.Rd
uplift/man/varImportance.Rd
uplift/man/predict.upliftRF.Rd
uplift/man/performance.Rd
uplift/man/predict.ccif.Rd
uplift/man/ccif.Rd
uplift/man/upliftKNN.Rd
uplift/man/niv.Rd
uplift/man/uplift-package.Rd
uplift/man/upliftRF.Rd